Multiparameter Uncertainty Mapping in Quantitative Molecular MRI using a Physics-Structured Variational Autoencoder (PS-VAE)
A physics-structured variational autoencoder designed for rapid extraction of voxelwise multi-parameter posterior distributions that is in good agreement with those calculated using a brute-force Bayesian analysis, while providing an orders-of-magnitude acceleration in whole brain quantification.
Alex Finkelstein, Ron Moneta, O. Zohar et al.
· IEEE Transactions on Medical... · 0 citations